Strategy frameworks, system thinking, and honest takes on what works in marketing for businesses doing real work.
AI detection tools are provably unreliable. Here are the real signals that actually work, and what Google's own guidelines say about AI-generated content.
We scored twelve real small business websites against the five-pattern AI slop framework. Budget did not predict the score. Specificity did.
AI slop is content generic enough to describe any business. What it actually means, why it erodes trust, and what real specificity looks like instead.
The MAP is where it starts. Strategy before execution, every time.